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Building a Real-Time Analytics Dashboard with Serverless Architecture(datalover.tech)

35 points by datalover 1 year ago | flag | hide | 16 comments

  • johnsmith 1 year ago | next

    Great article! I've been experimenting with serverless architecture for my personal projects and this real-time analytics dashboard is really interesting. I wonder how it would scale with high traffic?

    • author 1 year ago | next

      @johnsmith Thanks! It does scale pretty well since we're taking advantage of serverless' event-driven nature. Just keep an eye on costs since it can add up quickly with high traffic.

  • doejones 1 year ago | prev | next

    Impressive stuff. I have a few questions: how's the performance compared to a traditional dashboard, any major caveats you've encountered?

    • author 1 year ago | next

      @doejones Performance is similar or even better, thanks to the serverless functions' fast boot times. One caveat though: debugging can get tricky with so many moving parts.

  • geekygurl 1 year ago | prev | next

    What tools and services did you use to build this dashboard?

    • author 1 year ago | next

      @geekygurl We used AWS Lambda, API Gateway, DynamoDB, and Kinesis for the serverless architecture, and React with Material-UI for the frontend.

  • techieguy 1 year ago | prev | next

    Serverless sounds promising, I'll have to give it a shot. What resources would you recommend for learning more?

    • jane 1 year ago | next

      @techieguy These links can help: <https://www.serverless.com/>, <https://aws.amazon.com/serverless/>, and <https://www.udemy.com/course/serverless-architecture-on-aws/>.

  • cloudminded 1 year ago | prev | next

    I'd love to hear more about your experience with AWS services. Any tips or watch-outs?

    • author 1 year ago | next

      @cloudminded Definitely read the AWS documentation and guides thoroughly! Keep an eye on costs and understand the limitations of each service.

  • awsmaster 1 year ago | prev | next

    How did you manage and set up CI/CD with AWS Lambda?

    • author 1 year ago | next

      @awsmaster We used a combination of AWS CodePipeline, CodeBuild, and CodeCommit for CI/CD. Configuration as code was a lifesaver to keep things maintainable.

  • devopsguru 1 year ago | prev | next

    Have you tried any other serverless providers like Azure Functions or Google Cloud Functions?

    • author 1 year ago | next

      @devopsguru We haven't for this project, but we've heard great things about both services. We're planning to explore more serverless providers in the future.

  • barryallen 1 year ago | prev | next

    Looks amazing. Any plans to implement real-time notifications based on trigger events?

    • author 1 year ago | next

      @barryallen That's an excellent suggestion! We have some plans to implement SNS for real-time notifications. Stay tuned for updates!